{"id":"https://openalex.org/W7134188448","doi":"https://doi.org/10.1109/bigdata66926.2025.11400906","title":"Enhancing Privacy and Accuracy in Federated Learning Via Local Model Ensemble and Data Shuffling","display_name":"Enhancing Privacy and Accuracy in Federated Learning Via Local Model Ensemble and Data Shuffling","publication_year":2025,"publication_date":"2025-12-08","ids":{"openalex":"https://openalex.org/W7134188448","doi":"https://doi.org/10.1109/bigdata66926.2025.11400906"},"language":null,"primary_location":{"id":"doi:10.1109/bigdata66926.2025.11400906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5128374836","display_name":"Yong Li","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143016","display_name":"Changchun Institute of Technology","ror":"https://ror.org/03r6wam78","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210143016"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yong Li","raw_affiliation_strings":["Jilin University Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012"],"affiliations":[{"raw_affiliation_string":"Jilin University Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012","institution_ids":["https://openalex.org/I4210143016","https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100689266","display_name":"Zhuoran Li","orcid":"https://orcid.org/0000-0001-6281-2248"},"institutions":[{"id":"https://openalex.org/I4210143016","display_name":"Changchun Institute of Technology","ror":"https://ror.org/03r6wam78","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210143016"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuoran Li","raw_affiliation_strings":["Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012"],"affiliations":[{"raw_affiliation_string":"Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012","institution_ids":["https://openalex.org/I4210143016","https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121598360","display_name":"Yiming Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143016","display_name":"Changchun Institute of Technology","ror":"https://ror.org/03r6wam78","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210143016"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiming Zhang","raw_affiliation_strings":["Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012"],"affiliations":[{"raw_affiliation_string":"Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012","institution_ids":["https://openalex.org/I4210143016","https://openalex.org/I4385474403"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128374280","display_name":"Chenxi Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I4210143016","display_name":"Changchun Institute of Technology","ror":"https://ror.org/03r6wam78","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210143016"]},{"id":"https://openalex.org/I4385474403","display_name":"Changchun University of Technology","ror":"https://ror.org/052pakb34","country_code":null,"type":"education","lineage":["https://openalex.org/I4385474403"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxi Hao","raw_affiliation_strings":["Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012"],"affiliations":[{"raw_affiliation_string":"Changchun University of Technology,AI Research Institute, Changchun University of Technology,Changchun,China,130012","institution_ids":["https://openalex.org/I4210143016","https://openalex.org/I4385474403"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006999281","display_name":"Gaochao Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]},{"id":"https://openalex.org/I4210152006","display_name":"Jilin Agricultural University","ror":"https://ror.org/05dmhhd41","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152006"]},{"id":"https://openalex.org/I49232843","display_name":"Changchun University","ror":"https://ror.org/02an57k10","country_code":"CN","type":"education","lineage":["https://openalex.org/I49232843"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gaochao Xu","raw_affiliation_strings":["Jilin University,Changchun,China,130015"],"affiliations":[{"raw_affiliation_string":"Jilin University,Changchun,China,130015","institution_ids":["https://openalex.org/I194450716","https://openalex.org/I49232843","https://openalex.org/I4210152006"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5128374836"],"corresponding_institution_ids":["https://openalex.org/I4210143016","https://openalex.org/I4385474403"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.88654536,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4276","last_page":"4287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9588000178337097,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.010499999858438969,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14347","display_name":"Big Data and Digital Economy","score":0.005200000014156103,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/shuffling","display_name":"Shuffling","score":0.6820999979972839},{"id":"https://openalex.org/keywords/federated-learning","display_name":"Federated learning","score":0.5105999708175659},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.3889999985694885},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.34869998693466187},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.3382999897003174},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.3100999891757965}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7329999804496765},{"id":"https://openalex.org/C167927819","wikidata":"https://www.wikidata.org/wiki/Q1930567","display_name":"Shuffling","level":2,"score":0.6820999979972839},{"id":"https://openalex.org/C2992525071","wikidata":"https://www.wikidata.org/wiki/Q50818671","display_name":"Federated learning","level":2,"score":0.5105999708175659},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.3889999985694885},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3874000012874603},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36340001225471497},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.34869998693466187},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3382999897003174},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.2989000082015991},{"id":"https://openalex.org/C70061542","wikidata":"https://www.wikidata.org/wiki/Q989016","display_name":"Distributed database","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.2628999948501587},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.25130000710487366}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata66926.2025.11400906","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata66926.2025.11400906","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W116648389","https://openalex.org/W1952161176","https://openalex.org/W2031533839","https://openalex.org/W2033974828","https://openalex.org/W2141420453","https://openalex.org/W2177209050","https://openalex.org/W2226167778","https://openalex.org/W2473418344","https://openalex.org/W2525846285","https://openalex.org/W2576683119","https://openalex.org/W2767079719","https://openalex.org/W2917840341","https://openalex.org/W2951832089","https://openalex.org/W2963456518","https://openalex.org/W2963540401","https://openalex.org/W2983626520","https://openalex.org/W2985668806","https://openalex.org/W3013860853","https://openalex.org/W3015535799","https://openalex.org/W3021654819","https://openalex.org/W3084128899","https://openalex.org/W3091870957","https://openalex.org/W3156310591","https://openalex.org/W4205228770","https://openalex.org/W4382237515"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-09T07:06:17.341095","created_date":"2026-03-09T00:00:00"}